AI Integration & Automation
Real AI implementation that creates business value, not demos. For companies ready to move beyond the hype.
Book a TimeThe AI Reality Check
Everyone says you need AI. Your competitors claim they're using it. But most companies don't know where to start or how to separate signal from noise.
I do not just add a coding assistant. I put AI workflows into the whole delivery cycle (plan, code, review, test, release) where they have the most impact, with tested, reusable skills. I know what works, what's hype, and where AI creates real value.
❌ AI Theater
Chatbots that don't work. Pilot projects that never ship. Vendors who demo impressive tools you can't actually use.
✓ Real AI Value
Automated workflows that save real hours. Product features customers pay for. Operations with fewer manual steps.
What I Do
AI Readiness Assessment
I audit your current processes, data, and systems to identify where AI creates value versus where it's just hype. Then I build the highest-value opportunities first.
- •Workflow analysis to find automation opportunities
- •Data assessment for AI feasibility
- •Cost-benefit analysis for each opportunity
Workflow Automation
I identify repetitive processes eating up your team's time and automate them with AI. Real time and money savings, not proof-of-concepts.
- •Customer support automation
- •Document processing and data entry
- •Content generation and summarization
AI Product Integration
I build AI features into your product with your team, from strategy to shipped. Features customers actually pay for.
- •Feature strategy and roadmap
- •Architecture design for AI features
- •Implementation and code review
Team Training
I train your team to use AI tools effectively so the value compounds after I leave. Practical workshops, not theoretical overviews.
- •AI tool integration into daily workflows
- •Prompt engineering for real use cases
- •Best practices documentation
AI Needs a Healthy System
AI speeds up a healthy system. It also speeds up a broken one.
I measure first, then use AI inside the fixes at every stage. Accelerate: Use the newest tools where they help most, in the stable parts of the system.
Ready to Use AI Effectively?
I start by measuring where your team is. AI is the method I use in the fixes. Where the base is stable, I extend it with AI agents. Every engagement starts with a free Lite assessment: a short questionnaire, a one-page readout, and a 30-minute call.
Book a Time